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        <span>matlab中的重采样</span>
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## Matlab中的重采样

<p>选取3条插值重采样</p>
<p>重采样函数Resample：将统一或非统一数据重新采样为新的固定速率</p>
<p>语法：</p>
<p>y = resample(x, p, q)</p>
<p>y = resample(x, tx, __, method)</p>
<p>指定插值方法以及该组中以前语法中的任何参数。内插方法可以是<code>&#39;linear&#39;</code>，<code>&#39;pchip&#39;</code>，或<code>&#39;spline&#39;</code>。</p>
<p><strong>注：</strong>  如果<code>x</code>没有变化缓慢，可以考虑使用<a target="_blank" rel="noopener" href="https://ww2.mathworks.cn/help/matlab/ref/interp1.html"><code>interp1</code></a>与<code>&#39;pchip&#39;</code>插值方法。</p>
<h2 id="输入参数"><a href="#输入参数" class="headerlink" title="输入参数"></a>输入参数</h2><p>输入信号，指定为矢量或矩阵。如果<code>x</code>是矩阵，则将其列视为独立通道。<code>x</code>可以包含<code>NaN</code>。<code>NaN</code>将s视为丢失的数据，并从重采样中排除。double</p>
<p>p, q:重采样因子，指定为正整数。如需要原采样频率的1/5,即p=1,q=5</p>
<h3 id="n—-相邻词号-10（默认）-正整数"><a href="#n—-相邻词号-10（默认）-正整数" class="headerlink" title="n— 相邻词号 10（默认）| 正整数"></a><code>n</code>— 相邻词号 10（默认）| 正整数</h3><p>邻居项号，指定为正整数。如果<code>n</code> = 0，则执行最近邻插值。抗混叠FIR滤波器的长度与成正比。较大的值提供更好的精度，但要花费更多的计算时间。<code>resample``n``n</code></p>
<p><strong>资料类型：</strong> <code>double</code></p>
<h3 id="Kaiser窗口5的-Shape参数（默认）-正实标量"><a href="#Kaiser窗口5的-Shape参数（默认）-正实标量" class="headerlink" title="Kaiser窗口5的 Shape参数（默认）| 正实标量"></a>Kaiser窗口5的 Shape参数（默认）| 正实标量</h3><p>Kaiser窗口的Shape参数，指定为正实标量。增大<code>beta</code>加宽用于设计抗混叠滤波器的窗口的主瓣，并减小窗口旁瓣的幅度。</p>
<p><strong>资料类型：</strong> `double</p>
<h3 id="b—-FIR滤波器系数-矢量"><a href="#b—-FIR滤波器系数-矢量" class="headerlink" title="b— FIR滤波器系数 矢量"></a><code>b</code>— FIR滤波器系数 矢量</h3><p>FIR滤波器系数，指定为矢量。默认情况下，使用Kaiser窗口设计过滤器。补偿延迟时，假定具有奇数长度和线性相位。<code>resample</code><a target="_blank" rel="noopener" href="https://ww2.mathworks.cn/help/signal/ref/firls.html"><code>firls</code></a><code>resample``b</code></p>
<p><strong>示例：</strong><code>fir1(4,0.5)</code>指定一个四阶低通滤波器，其归一化截止频率为0.5πrad /样本。</p>
<p><strong>资料类型：</strong> <code>double</code></p>
<h3 id="tx—-时间瞬间-非负实矢量-datetime数组"><a href="#tx—-时间瞬间-非负实矢量-datetime数组" class="headerlink" title="tx— 时间瞬间 非负实矢量 | datetime数组"></a><code>tx</code>— 时间瞬间 非负实矢量 | <code>datetime</code>数组</h3><p>时间瞬间，指定为非负实向量或<code>datetime</code>数组。<code>tx</code>必须单调增加，但不必均匀间隔。<code>tx</code>可以包含<code>NaN</code>或<code>NaT</code>。这些值被视为丢失的数据，并从重新采样中排除。</p>
<p><strong>数据类型：</strong><code>double</code> |<code>datetime</code></p>
<h3 id="fs—-采样率-正标量"><a href="#fs—-采样率-正标量" class="headerlink" title="fs— 采样率 正标量"></a><code>fs</code>— 采样率 正标量</h3><p>采样率，指定为正标量。采样率是每单位时间的采样数。如果时间单位是秒，则采样率以Hz为单位。</p>
<p><strong>资料类型：</strong> <code>double</code></p>
<h3 id="method—-插值方法-39-linear-39-（默认）-39-pchip-39-39-spline-39"><a href="#method—-插值方法-39-linear-39-（默认）-39-pchip-39-39-spline-39" class="headerlink" title="method— 插值方法 &#39;linear&#39;（默认）| &#39;pchip&#39;|&#39;spline&#39;"></a><code>method</code>— 插值方法 <code>&#39;linear&#39;</code>（默认）| <code>&#39;pchip&#39;</code>|<code>&#39;spline&#39;</code></h3><p>插值方法，规定为一个<code>&#39;linear&#39;</code>，<code>&#39;pchip&#39;</code>或<code>&#39;spline&#39;</code>：</p>
<ul>
<li><code>&#39;linear&#39;</code> - 线性插值。</li>
<li><code>&#39;pchip&#39;</code> —保形分段三次插值。</li>
<li><code>&#39;spline&#39;</code> —使用非终止条件进行样条插值。</li>
</ul>
<h2 id="输出参数"><a href="#输出参数" class="headerlink" title="输出参数"></a>输出参数</h2><h3 id="y—-重采样的信号-向量-矩阵"><a href="#y—-重采样的信号-向量-矩阵" class="headerlink" title="y— 重采样的信号 向量| 矩阵"></a><code>y</code>— 重采样的信号 向量| 矩阵</h3><p>重新采样的信号，以向量或矩阵形式返回。如果<a target="_blank" rel="noopener" href="https://ww2.mathworks.cn/help/signal/ref/resample.html?searchHighlight=resample&s_tid=doc_srchtitle#bumhz33-x"><code>x</code></a>是的长度的信号<em>Ñ</em>并指定<a target="_blank" rel="noopener" href="https://ww2.mathworks.cn/help/signal/ref/resample.html?searchHighlight=resample&s_tid=doc_srchtitle#bumhz33-pq"><code>p</code></a>和 <a target="_blank" rel="noopener" href="https://ww2.mathworks.cn/help/signal/ref/resample.html?searchHighlight=resample&s_tid=doc_srchtitle#bumhz33-pq"><code>q</code></a>，然后<code>y</code>是长度⌈ <em>Ñ</em> × <code>p</code>/ <code>q</code>⌉。</p>
<h3 id="b—-FIR滤波器系数-矢量-1"><a href="#b—-FIR滤波器系数-矢量-1" class="headerlink" title="b— FIR滤波器系数 矢量"></a><code>b</code>— FIR滤波器系数 矢量</h3><p>FIR滤波器系数，以向量形式返回。</p>
<h3 id="ty—输出瞬间-非负实矢量"><a href="#ty—输出瞬间-非负实矢量" class="headerlink" title="ty—输出瞬间 非负实矢量"></a><code>ty</code>—输出瞬间 非负实矢量</h3><p>输出瞬间，作为非负实向量返回。</p>
<p>需求：</p>
<p>1.将信号采样为2Hz</p>
<p>2.用3次插值</p>
<p>3.等间隔</p>
<p>method: “pchip”三次插值</p>
<p>是先插值，再重采样！！！！！！！</p>

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